Period
to 28 July 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Monte Carlo Method skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Monte Carlo Method over the 6 months to 28 July 2017 with a comparison to the same period in the previous 2 years.

Monte Carlo Simulation
UK > England
6 months to
28 Jul 2017
Same period 2016 Same period 2015
Rank 1102 1187 1178
Rank change year-on-year +85 -9 -49
Permanent jobs citing Monte Carlo Method 64 56 96
As % of all permanent IT jobs advertised in England 0.038% 0.030% 0.046%
As % of the Processes & Methodologies category 0.042% 0.033% 0.053%
Number of salaries quoted 52 52 58
England median annual salary £81,500 £75,000 £66,250
Median salary % change year-on-year +8.67% +13.21% +4.33%
10th Percentile £38,000 £45,250 £36,250
90th Percentile £130,000 £107,500 £102,500
UK median annual salary £81,500 £75,000 £66,250
% change year-on-year +8.67% +13.21% +5.16%

Monte Carlo Method is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 150870 168902 182257
As % of all permanent IT job vacancies advertised in England 89.77% 88.99% 87.84%
Number of salaries quoted 121462 142345 149812
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £27,800 £27,500
90th Percentile £80,000 £78,750 £76,250
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +5.56%

Monte Carlo Method
Job Vacancy Trend in England

Job postings citing Monte Carlo Method as a percentage of all IT jobs advertised in England.

Job vacancy trend for Monte Carlo Method in England

Monte Carlo Method
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Monte Carlo Method in England.

Salary trend for Monte Carlo Method in England

Monte Carlo Method
Salary Histogram in England

The salary distribution of IT jobs citing Monte Carlo Method in England over the 6 months to 28 July 2017.

Salary histogram for Monte Carlo Method in England

Monte Carlo Method
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Monte Carlo Method within the England region over the 6 months to 28 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +54 49 £88,750 +18.33% 4
North of England - 6 £40,000 - 1
Midlands +44 5 - -
Yorkshire - 5 £40,000 - 1
West Midlands - 5 - -
South East +71 4 £70,000 +118.75%
North West - 1 £34,000 -
Monte Carlo Method
UK

For the 6 months to 28 July 2017, IT jobs citing Monte Carlo Method also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Monte Carlo Method.

1 46 (71.88%) Finance
2 28 (43.75%) Statistics
3 25 (39.06%) Python
4 20 (31.25%) Risk Management
5 19 (29.69%) SQL
6 18 (28.13%) Mathematics
7 17 (26.56%) Machine Learning
7 17 (26.56%) Banking
8 16 (25.00%) PhD
8 16 (25.00%) Analytics
9 14 (21.88%) Front Office
9 14 (21.88%) Microsoft Excel
9 14 (21.88%) C++
9 14 (21.88%) Stochastic Calculus
9 14 (21.88%) R
9 14 (21.88%) Bayesian Methods
10 12 (18.75%) Computer Science
11 11 (17.19%) Markov Chain
11 11 (17.19%) Statistical Modelling
12 10 (15.63%) Validation
12 10 (15.63%) QA
12 10 (15.63%) Physics
12 10 (15.63%) Investment Banking
13 9 (14.06%) Degree
13 9 (14.06%) PostgreSQL
13 9 (14.06%) MATLAB
13 9 (14.06%) Deep Learning
13 9 (14.06%) Algorithms
13 9 (14.06%) Fintech
14 8 (12.50%) Theano

Monte Carlo Method
Co-occurring IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (7.81%) Apache Spark
2 4 (6.25%) Apache Pig
3 2 (3.13%) SAS
4 1 (1.56%) Jupyter
4 1 (1.56%) Kinematics
4 1 (1.56%) Tornado
Applications
1 14 (21.88%) Microsoft Excel
2 7 (10.94%) Microsoft Office
2 7 (10.94%) Microsoft PowerPoint
3 1 (1.56%) Doxygen
3 1 (1.56%) LaTeX
3 1 (1.56%) SPSS
Business Applications
1 5 (7.81%) Primavera
Cloud Services
1 1 (1.56%) Amazon AWS
1 1 (1.56%) Azure Machine Learning
1 1 (1.56%) Microsoft Azure
Database & Business Intelligence
1 9 (14.06%) PostgreSQL
2 7 (10.94%) Big Data
3 5 (7.81%) Hadoop
4 4 (6.25%) NoSQL
5 3 (4.69%) HBase
6 2 (3.13%) Data Mining
7 1 (1.56%) BusinessObjects
7 1 (1.56%) MongoDB
7 1 (1.56%) MS Access
7 1 (1.56%) Redis
Development Applications
1 3 (4.69%) Git (software)
2 1 (1.56%) Subversion
General
1 46 (71.88%) Finance
2 17 (26.56%) Banking
3 14 (21.88%) Front Office
4 10 (15.63%) Investment Banking
5 7 (10.94%) Financial Institution
6 5 (7.81%) Advertising
6 5 (7.81%) Back Office
7 4 (6.25%) Marketing
8 2 (3.13%) Legal
9 1 (1.56%) Automotive
9 1 (1.56%) Retail
Job Titles
1 18 (28.13%) Data Scientist
1 18 (28.13%) Developer
2 15 (23.44%) Quantitative Developer
3 13 (20.31%) Analyst
4 11 (17.19%) Qualitative Analyst
4 11 (17.19%) Quantitative Analyst
5 10 (15.63%) C++ Developer
6 9 (14.06%) C++ Quantitative Developer
6 9 (14.06%) Senior Data Scientist
7 8 (12.50%) Machine Learning Scientist
8 7 (10.94%) Analyst Developer
8 7 (10.94%) C++ Analyst Developer
8 7 (10.94%) Quantitative Analyst Developer
9 6 (9.38%) Business Analyst
10 5 (7.81%) Consultant
10 5 (7.81%) Finance Business Analyst
10 5 (7.81%) Financial Business Analyst
10 5 (7.81%) Financial Services Business Analyst
10 5 (7.81%) Junior
10 5 (7.81%) Python Developer
Libraries, Frameworks & Software Standards
1 8 (12.50%) Keras
1 8 (12.50%) Natural Language Processing
1 8 (12.50%) TensorFlow
1 8 (12.50%) Theano
2 1 (1.56%) AngularJS
2 1 (1.56%) Boost C++ Libraries
2 1 (1.56%) Django
2 1 (1.56%) Flask
2 1 (1.56%) Pyramid
2 1 (1.56%) React
2 1 (1.56%) RESTful
2 1 (1.56%) WebSockets
Miscellaneous
1 12 (18.75%) Computer Science
2 9 (14.06%) Algorithms
2 9 (14.06%) Fintech
3 8 (12.50%) Derivative
4 7 (10.94%) Foreign Exchange (FX)
5 5 (7.81%) Analytical Skills
5 5 (7.81%) Swaptions
6 3 (4.69%) Market Risk
7 2 (3.13%) Credit Risk
7 2 (3.13%) Data Structures
7 2 (3.13%) Hedge funds
8 1 (1.56%) CUDA
8 1 (1.56%) Equities
8 1 (1.56%) Fixed Income
8 1 (1.56%) Greenfield Project
8 1 (1.56%) Management Information System
8 1 (1.56%) OTC Derivatives
Operating Systems
1 2 (3.13%) Windows
2 1 (1.56%) Linux
Processes & Methodologies
1 28 (43.75%) Statistics
2 20 (31.25%) Risk Management
3 18 (28.13%) Mathematics
4 17 (26.56%) Machine Learning
5 16 (25.00%) Analytics
6 14 (21.88%) Bayesian Methods
6 14 (21.88%) Stochastic Calculus
7 11 (17.19%) Markov Chain
7 11 (17.19%) Statistical Modelling
8 10 (15.63%) Physics
8 10 (15.63%) Validation
9 9 (14.06%) Deep Learning
10 8 (12.50%) Bioinformatics
10 8 (12.50%) Change Control
11 7 (10.94%) Decision Tree
11 7 (10.94%) Random Forest
11 7 (10.94%) Statistical Analysis
12 6 (9.38%) Linear Regression
12 6 (9.38%) Logistic Regression
12 6 (9.38%) Neural Network
Programming Languages
1 25 (39.06%) Python
2 19 (29.69%) SQL
3 14 (21.88%) C++
3 14 (21.88%) R
4 9 (14.06%) MATLAB
5 7 (10.94%) Java
5 7 (10.94%) VBA
6 6 (9.38%) C
7 4 (6.25%) Fortran
8 2 (3.13%) C#
9 1 (1.56%) JavaScript
9 1 (1.56%) Scala
Qualifications
1 16 (25.00%) PhD
2 9 (14.06%) Degree
3 2 (3.13%) CISA
3 2 (3.13%) CISM
3 2 (3.13%) CISSP
3 2 (3.13%) CRISC
3 2 (3.13%) DV Cleared
3 2 (3.13%) Numerate Degree
3 2 (3.13%) SC Cleared
3 2 (3.13%) Security Cleared
4 1 (1.56%) Master's Degree
Quality Assurance & Compliance
1 10 (15.63%) QA
2 7 (10.94%) Data Quality
3 5 (7.81%) Basel III
4 1 (1.56%) IFRS
Vendors
1 2 (3.13%) Microsoft
City, London
Client Server
Salary: £70k to £80k + bonus + benefits
Posted: Yesterday
London
comparethemarket.com
Salary: Competitive
Posted: 9 days ago
London
Huxley
Salary: competitive
Posted: 15 days ago
Sheffield
Computer Futures
Salary: £45000 - £48000 per annum + competitive
Posted: 25 days ago
Bedfordshire
Gold Group
Posted: 7 days ago
London
Amazon
Posted: 15 days ago